Cargando…
Effects of forcefield and sampling method in all-atom simulations of inherently disordered proteins: Application to conformational preferences of human amylin
Although several computational modelling studies have investigated the conformational behaviour of inherently disordered protein (IDP) amylin, discrepancies in identifying its preferred solution conformations still exist between various forcefields and sampling methods used. Human islet amyloid poly...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5638406/ https://www.ncbi.nlm.nih.gov/pubmed/29023509 http://dx.doi.org/10.1371/journal.pone.0186219 |
_version_ | 1783270732254412800 |
---|---|
author | Peng, Enxi Todorova, Nevena Yarovsky, Irene |
author_facet | Peng, Enxi Todorova, Nevena Yarovsky, Irene |
author_sort | Peng, Enxi |
collection | PubMed |
description | Although several computational modelling studies have investigated the conformational behaviour of inherently disordered protein (IDP) amylin, discrepancies in identifying its preferred solution conformations still exist between various forcefields and sampling methods used. Human islet amyloid polypeptide has long been a subject of research, both experimentally and theoretically, as the aggregation of this protein is believed to be the lead cause of type-II diabetes. In this work, we present a systematic forcefield assessment using one of the most advanced non-biased sampling techniques, Replica Exchange with Solute Tempering (REST2), by comparing the secondary structure preferences of monomeric amylin in solution. This study also aims to determine the ability of common forcefields to sample a transition of the protein from a helical membrane bound conformation into the disordered solution state of amylin. Our results demonstrated that the CHARMM22* forcefield showed the best ability to sample multiple conformational states inherent for amylin. It is revealed that REST2 yielded results qualitatively consistent with experiments and in quantitative agreement with other sampling methods, however far more computationally efficiently and without any bias. Therefore, combining an unbiased sampling technique such as REST2 with a vigorous forcefield testing could be suggested as an important step in developing an efficient and robust strategy for simulating IDPs. |
format | Online Article Text |
id | pubmed-5638406 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-56384062017-10-20 Effects of forcefield and sampling method in all-atom simulations of inherently disordered proteins: Application to conformational preferences of human amylin Peng, Enxi Todorova, Nevena Yarovsky, Irene PLoS One Research Article Although several computational modelling studies have investigated the conformational behaviour of inherently disordered protein (IDP) amylin, discrepancies in identifying its preferred solution conformations still exist between various forcefields and sampling methods used. Human islet amyloid polypeptide has long been a subject of research, both experimentally and theoretically, as the aggregation of this protein is believed to be the lead cause of type-II diabetes. In this work, we present a systematic forcefield assessment using one of the most advanced non-biased sampling techniques, Replica Exchange with Solute Tempering (REST2), by comparing the secondary structure preferences of monomeric amylin in solution. This study also aims to determine the ability of common forcefields to sample a transition of the protein from a helical membrane bound conformation into the disordered solution state of amylin. Our results demonstrated that the CHARMM22* forcefield showed the best ability to sample multiple conformational states inherent for amylin. It is revealed that REST2 yielded results qualitatively consistent with experiments and in quantitative agreement with other sampling methods, however far more computationally efficiently and without any bias. Therefore, combining an unbiased sampling technique such as REST2 with a vigorous forcefield testing could be suggested as an important step in developing an efficient and robust strategy for simulating IDPs. Public Library of Science 2017-10-12 /pmc/articles/PMC5638406/ /pubmed/29023509 http://dx.doi.org/10.1371/journal.pone.0186219 Text en © 2017 Peng et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Peng, Enxi Todorova, Nevena Yarovsky, Irene Effects of forcefield and sampling method in all-atom simulations of inherently disordered proteins: Application to conformational preferences of human amylin |
title | Effects of forcefield and sampling method in all-atom simulations of inherently disordered proteins: Application to conformational preferences of human amylin |
title_full | Effects of forcefield and sampling method in all-atom simulations of inherently disordered proteins: Application to conformational preferences of human amylin |
title_fullStr | Effects of forcefield and sampling method in all-atom simulations of inherently disordered proteins: Application to conformational preferences of human amylin |
title_full_unstemmed | Effects of forcefield and sampling method in all-atom simulations of inherently disordered proteins: Application to conformational preferences of human amylin |
title_short | Effects of forcefield and sampling method in all-atom simulations of inherently disordered proteins: Application to conformational preferences of human amylin |
title_sort | effects of forcefield and sampling method in all-atom simulations of inherently disordered proteins: application to conformational preferences of human amylin |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5638406/ https://www.ncbi.nlm.nih.gov/pubmed/29023509 http://dx.doi.org/10.1371/journal.pone.0186219 |
work_keys_str_mv | AT pengenxi effectsofforcefieldandsamplingmethodinallatomsimulationsofinherentlydisorderedproteinsapplicationtoconformationalpreferencesofhumanamylin AT todorovanevena effectsofforcefieldandsamplingmethodinallatomsimulationsofinherentlydisorderedproteinsapplicationtoconformationalpreferencesofhumanamylin AT yarovskyirene effectsofforcefieldandsamplingmethodinallatomsimulationsofinherentlydisorderedproteinsapplicationtoconformationalpreferencesofhumanamylin |